许兴时, Xingshi Xu My ORCID
农业人工智能｜计算机视觉 | 精准畜牧业
Xingshi Xu received the B.S. degree in electronics and information engineering from NWAFU, Xianyang, China, in 2022. He is currently pursuing the Ph.D. degree at NWAFU & KU LEUVEN. His current research interests include biometrics (i.e.cattle recognition) and image enhancing (i.e. image restoration).
许兴时在2022年西北农林科技大学机械与电子工程学院获得工学学士学位，同年免试攻读硕士学位。他目前在西北农林科技大学攻读博士学位(硕博连读)。期间，获✨国家奖学金 (并入选**人民日报国家奖学金优秀代表名录，该名录每年在4.5万获国奖的研究生中遴选100名)、✨陕西省教育厅优秀学生干部（从陕西省该届41.5万毕业生中遴选387人）。他曾在国家生猪技术创新中心大数据所实习。他在✨CSC资助下在鲁汶大学联合培养。他获得✨中国科协青年科技人才培育工程博士生专项计划资助。他的博士期间的研究方向为“大型畜牧智慧养殖技术与装备”，研究领域涉及智慧养殖领域的细粒度分类、时空信息分析、图像增强等。他从事农业人工智能与计算机视觉研究，围绕智慧畜牧个体智能感知需求，开展模式识别、图像处理多模态融合等人工智能方法设计与研究，探索复杂环境下个体状态及其演化的智能推理方法。
他是以下期刊的审稿人：
He is a reviewer of：
Computers and Electronics in Agriculture (COMPAG)，
Pattern Recognition (PR)，
Expert Systems With Applications (EWSA)，
Engineering Applications of Artificial Intelligence (EAAI),
Applied Soft Computing (ASOC),
Biosystems Engineering (BE),
Neurocomputing (NEUCOM),
Computers & Electrical Engineering,
Information Processing in Agriculture（INPA）
IEEE transactions on biometrics, behavior, and identity science (T-BIOM)
IEEE Transactions on AgriFood Electronics (TAFE)
- My Supervisor (导师): Huaibo Song 宋怀波
- My CSC Supervisor (联培导师): Tomás Norton, FIAgrE, FRSB 托马斯·诺顿
Other supervisor 下述工作中涉及的相关其他老师:
| Benhai Xiong | 熊本海|
| Diyi Chen | 陈帝伊|
| Shuming Yang | 杨术明|
Mainly Contributors:
| Name | Instru | Job |
|---|---|---|
| Guangyuan Yang | NWAFU & Adelaide U | Ph.D. |
| Yunfei Wang | NWAFU | Ph.D. candidate |
| Yuying Shang | NWAFU | Ph.D. candidate |
| Zheng Wang | ZJU | Ph.D. candidate |
| Zhixin Hua | ZJU | Ph.D. candidate |
| Xingshi Xu | NWAFU & KU Leuven | Ph.D. candidate |
| Hongxing Deng | NWAFU | Ph.D. candidate |
Email：xingshixu@nwafu.edu.cn
( 😉 We Don’t Talk Anymore, Let's Talk Animal! 🤣 )
✔ 
Boosting cattle face recognition under uncontrolled scenes by embedding enhancement and optimization 🆕
Author:Xingshi Xu, Hongxing Deng, Yunfei Wang, Shujin Zhang, Huaibo Song
链接 https://doi.org/10.1016/j.asoc.2024.111951
Applied Soft Computing
✔ Light-weight recognition network for dairy cows based on the fusion of YOLOv5s and channel pruning algorithm
Author: Xingshi Xu , Yunfei Wang, Zhixin Hua, Guangyuan Yang, Huimin Li, Huaibo Song
链接 https://dx.doi.org/10.11975/j.issn.1002-6819.202303122
Transactions of the Chinese Society of Agricultural Engineering
Author:Yunfei Wang, Xingshi Xu, Zheng Wang, Rong Li, Zhixin Hua, Huaibo Song
链接 https://dx.doi.org/10.1016/j.compag.2023.107632
Computers and Electronics in Agriculture
Author:Xingshi Xu, Yunfei Wang, Guangyuan Yang, Zhixin Hua, Zheng Wang, Huaibo Song
链接 https://doi.org/10.1016/j.inpa.2024.04.001
Information Processing in Agriculture
Q1, IF=7.6
高被引论文
Author:Lingling Yang, Xingshi Xu, Jizheng Zhao, Huaibo Song
链接 http://dx.doi.org/10.1016/j.inpa.2023.09.001
Information Processing in Agriculture
Author: Xingshi Xu , Hongxing Deng, Yunfei Wang, Huaibo Song
链接 https://dx.doi.org/10.7671/j.issn.1001-411X.202403020
Journal of South China Agricultural University
✔ Adaptive Group Sample with Central Momentum Contrast Loss for Unsupervised Individual Identification of Cows in Changeable Conditions 🆕
Author:Yunfei Wang, Xingshi Xu, Shujin Zhang, Yuchen Wen, Liuru Pu, Yongjie Zhao, Huaibo Song
链接 https://doi.org/10.1016/j.asoc.2024.112340
Applied Soft Computing
✔ Round-the-clock accurate sheep face recognition via frequency enhancement and cross-modal embedding generation 🆕
Author:Xingshi Xu, Huaibo Song, Haowen Pan, Diyi Chen, Shuming Yang
链接 https://doi.org/10.1016/j.compag.2025.110918
Computers and Electronics in Agriculture
Author:HongxingDeng, Guangyuan Yang, Xingshi Xu, Zhixin Hua, Jiahui Liu, Huaibo Song
链接 https://doi.org/10.1016/j.compag.2025.110103
Computers and Electronics in Agriculture
✔ Automated measurement of beef cattle body size via key point detection and monocular depth estimation
Author:Guangyuan Yang, Xingshi Xu, Lei Song, Qianru Zhang, Yuanchao Duan, Huaibo Song
链接 http://dx.doi.org/10.1016/j.compag.2022.107218
Computers and Electronics in Agriculture
Author:Rong Li, Yuchen Wen, Shujin Zhang, Xingshi Xu， Baoling M, Huaibo Song
链接 https://doi.org/10.1016/j.eswa.2023.123042
Expert Systems With Applications
✔ Extracting cow point clouds from multi-view RGB images with an improved YOLACT++ instance segmentation
Author:Guangyuan Yang, Rong Li, Yuchen Wen, Shujin Zhang, Xingshi Xu， Huaibo Song
链接 https://doi.org/10.1016/j.eswa.2023.120730
Expert Systems with Applications
✔ Dairy cow body size measurement method based on binocular stereo matching and improved YOLOv8n-Pose keypoint detection
Author:Hongxing Deng, Xingshi Xu, Yunfei Wang, Shujin Zhang, Huaibo Song
链接 10.7671/j.issn.1001-411X.202404001
Journal of South China Agricultural University
会议“优秀论文”
Author:Shujin Zhang, Xingshi Xu， Hongxing Deng, Yunchen Wen, Huaibo Song
链接 https://doi.org/10.6041/j.issn.1000-1298.2024.03.028
Transactions of the Chinese Society for Agricultural Machinery
Author:Xingshi Xu, Hongxing Deng, Yuying Shang, Yunfei Wang, Shujin Zhang, Huaibo Song
链接 https://doi.org/10.1016/j.eswa.2025.128519
Expert Systems with Applications
Author:Zheng Wang, Hongxing Deng, Shujin Zhang, Xingshi Xu， Yuchen Wen, Huaibo Song
链接 https://doi.org/10.1016/j.biosystemseng.2025.02.005
Biosystems Engineering
✔ An effective PoseC3D model for typical action recognition of dairy cows based on skeleton features
Author:Zhixin Hua, Zheng Wang, Xingshi Xu， Xiangfeng Kong, Huaibo Song
链接 http://dx.doi.org/10.1016/j.compag.2023.108152
Computers and Electronics in Agriculture
✔ Research Progress and Technology Trend of Intelligent Morning of Dairy Cow Motion Behavior [Review]
Author:Zheng Wang, Huaibo Song, Yunfei Wang, Zhixin Hua, Rong Li, Xingshi Xu
链接 https://doi.org/10.12133/j.smartag.SA202203011
Smart Agriculture
Author: Huaibo Song, Zhixin Hua, Baoling M, Yunchen Wen, Xiangfeng Kong, Xingshi Xu
链接 https://doi.org/10.6041/j.issn.1000-1298.2023.10.027
Transactions of the Chinese Society for Agricultural Machinery
✔ Lightweight recognition for the oestrus behavior of dairy cows combining YOLO v5n and channel pruning
Author: Zheng Wang, Xingshi Xu, Zhixin Hua, Yunying Shang, Yuanchao Duan, Huaibo Song
链接 https://dx.doi.org/10.11975/j.issn.1002-6819.2022.23.014
Transactions of the Chinese Society of Agricultural Engineering
Research progress of intelligent recognition technology for large-scale dairy cows based on video analysis
Author: Huaibo Song, Yunfei Wang, Hongxing Deng, Xingshi Xu, Yuchen Wen, Shujin Zhang
链接 https://doi.org/10.7671/j.issn.1001-411X.202403038
Journal of South China Agricultural University
✔ Using lightweight deep learning algorithm for real-time detection of apple flowers in natural environments
(高被引论文 Highly cited paper)
Author: Yunying Shang, Xingshi Xu, Yitao Jiao, Zheng Wang, Zhixin Hua, Huaibo Song
链接 http://dx.doi.org/10.1016/j.compag.2023.107765
Computers and Electronics in Agriculture
高被引论文
Author: Huaibo Song, Yitao Jiao, Zhixin Hua, Rong Li, Xingshi Xu
链接 https://doi.org/10.6041/j.issn.1000-1298.2023.03.040
Transactions of the Chinese Society for Agricultural Machinery
Author:Xingshi Xu, Guangyuan Yang, Yunfei Wang, Yuying Shang, Zhixin Hua, Zheng Wang, Huaibo Song
链接 https://doi.org/10.1016/j.engappai.2024.109466
Engineering Applications of Artificial Intelligence
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